1
|
Butzin-Dozier Z, Mertens AN, Tan ST, Granger DA, Pitchik HO, Il'yasova D, Tofail F, Rahman MZ, Spasojevic I, Shalev I, Ali S, Karim MR, Shahriar S, Famida SL, Shuman G, Shoab AK, Akther S, Hossen MS, Mutsuddi P, Rahman M, Unicomb L, Das KK, Yan L, Meyer A, Stewart CP, Hubbard AE, Naved RT, Parvin K, Mamun MMA, Luby SP, Colford JM, Fernald LCH, Lin A. Stress biomarkers and child development in young children in Bangladesh. Psychoneuroendocrinology 2024; 164:107023. [PMID: 38522372 PMCID: PMC11157411 DOI: 10.1016/j.psyneuen.2024.107023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/23/2023] [Revised: 01/31/2024] [Accepted: 03/09/2024] [Indexed: 03/26/2024]
Abstract
BACKGROUND Hundreds of millions of children in low- and middle-income countries are exposed to chronic stressors, such as poverty, poor sanitation and hygiene, and sub-optimal nutrition. These stressors can have physiological consequences for children and may ultimately have detrimental effects on child development. This study explores associations between biological measures of chronic stress in early life and developmental outcomes in a large cohort of young children living in rural Bangladesh. METHODS We assessed physiologic measures of stress in the first two years of life using measures of the hypothalamic-pituitary-adrenal (HPA) axis (salivary cortisol and glucocorticoid receptor gene methylation), the sympathetic-adrenal-medullary (SAM) system (salivary alpha-amylase, heart rate, and blood pressure), and oxidative status (F2-isoprostanes). We assessed child development in the first two years of life with the MacArthur-Bates Communicative Development Inventories (CDI), the WHO gross motor milestones, and the Extended Ages and Stages Questionnaire (EASQ). We compared development outcomes of children at the 75th and 25th percentiles of stress biomarker distributions while adjusting for potential confounders using generalized additive models, which are statistical models where the outcome is predicted by a potentially non-linear function of predictor variables. RESULTS We analyzed data from 684 children (49% female) at both 14 and 28 months of age; we included an additional 765 children at 28 months of age. We detected a significant relationship between HPA axis activity and child development, where increased HPA axis activity was associated with poor development outcomes. Specifically, we found that cortisol reactivity (coefficient -0.15, 95% CI (-0.29, -0.01)) and post-stressor levels (coefficient -0.12, 95% CI (-0.24, -0.01)) were associated with CDI comprehension score, post-stressor cortisol was associated with combined EASQ score (coefficient -0.22, 95% CI (-0.41, -0.04), and overall glucocorticoid receptor methylation was associated with CDI expression score (coefficient -0.09, 95% CI (-0.17, -0.01)). We did not detect a significant relationship between SAM activity or oxidative status and child development. CONCLUSIONS Our observations reveal associations between the physiological evidence of stress in the HPA axis with developmental status in early childhood. These findings add to the existing evidence exploring the developmental consequences of early life stress.
Collapse
Affiliation(s)
| | - Andrew N Mertens
- School of Public Health, University of California, Berkeley, CA, USA
| | - Sophia T Tan
- Division of Infectious Diseases and Geographic Medicine, Stanford University, Stanford, CA, USA
| | - Douglas A Granger
- Institute for Interdisciplinary Salivary Bioscience Research, University of California, Irvine, CA, USA; Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Helen O Pitchik
- School of Public Health, University of California, Berkeley, CA, USA
| | | | - Fahmida Tofail
- International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh
| | - Md Ziaur Rahman
- International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh
| | | | - Idan Shalev
- Department of Biobehavioral Health, Pennsylvania State University, University Park, PA, USA
| | - Shahjahan Ali
- International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh
| | | | - Sunny Shahriar
- International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh
| | | | - Gabrielle Shuman
- School of Public Health, University of California, Berkeley, CA, USA
| | - Abul K Shoab
- International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh
| | - Salma Akther
- International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh
| | - Md Saheen Hossen
- International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh
| | - Palash Mutsuddi
- International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh
| | - Mahbubur Rahman
- International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh
| | - Leanne Unicomb
- International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh
| | - Kishor K Das
- International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh
| | | | | | | | - Alan E Hubbard
- School of Public Health, University of California, Berkeley, CA, USA
| | | | - Kausar Parvin
- International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh
| | | | - Stephen P Luby
- Division of Infectious Diseases and Geographic Medicine, Stanford University, Stanford, CA, USA
| | - John M Colford
- School of Public Health, University of California, Berkeley, CA, USA
| | - Lia C H Fernald
- School of Public Health, University of California, Berkeley, CA, USA
| | - Audrie Lin
- Department of Microbiology and Environmental Toxicology, University of California, Santa Cruz, CA, USA.
| |
Collapse
|
2
|
Wang S, Puggioni G, Wu J, Meador KJ, Caffrey A, Wyss R, Slaughter JL, Suzuki E, Ward KE, Lewkowitz AK, Wen X. Prenatal Exposure to Opioids and Neurodevelopmental Disorders in Children: A Bayesian Mediation Analysis. Am J Epidemiol 2024; 193:308-322. [PMID: 37671942 DOI: 10.1093/aje/kwad183] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2022] [Revised: 06/08/2023] [Accepted: 09/02/2023] [Indexed: 09/07/2023] Open
Abstract
This study explores natural direct and joint natural indirect effects (JNIE) of prenatal opioid exposure on neurodevelopmental disorders (NDDs) in children mediated through pregnancy complications, major and minor congenital malformations, and adverse neonatal outcomes, using Medicaid claims linked to vital statistics in Rhode Island, United States, 2008-2018. A Bayesian mediation analysis with elastic net shrinkage prior was developed to estimate mean time to NDD diagnosis ratio using posterior mean and 95% credible intervals (CrIs) from Markov chain Monte Carlo algorithms. Simulation studies showed desirable model performance. Of 11,176 eligible pregnancies, 332 had ≥2 dispensations of prescription opioids anytime during pregnancy, including 200 (1.8%) having ≥1 dispensation in the first trimester (T1), 169 (1.5%) in the second (T2), and 153 (1.4%) in the third (T3). A significant JNIE of opioid exposure was observed in each trimester (T1, JNIE = 0.97, 95% CrI: 0.95, 0.99; T2, JNIE = 0.97, 95% CrI: 0.95, 0.99; T3, JNIE = 0.96, 95% CrI: 0.94, 0.99). The proportion of JNIE in each trimester was 17.9% (T1), 22.4% (T2), and 56.3% (T3). In conclusion, adverse pregnancy and birth outcomes jointly mediated the association between prenatal opioid exposure and accelerated time to NDD diagnosis. The proportion of JNIE increased as the timing of opioid exposure approached delivery.
Collapse
|
3
|
Myers AM, Bowen SE, Brummelte S. Maternal care behavior and physiology moderate offspring outcomes following gestational exposure to opioids. Dev Psychobiol 2023; 65:e22433. [PMID: 38010303 DOI: 10.1002/dev.22433] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2023] [Revised: 08/31/2023] [Accepted: 09/29/2023] [Indexed: 11/29/2023]
Abstract
The opioid epidemic has resulted in a drastic increase in gestational exposure to opioids. Opioid-dependent pregnant women are typically prescribed medications for opioid use disorders ("MOUD"; e.g., buprenorphine [BUP]) to mitigate the harmful effects of abused opioids. However, the consequences of exposure to synthetic opioids, particularly BUP, during gestation on fetal neurodevelopment and long-term outcomes are poorly understood. Further, despite the known adverse effects of opioids on maternal care, many preclinical and clinical studies investigating the effects of gestational opioid exposure on offspring outcomes fail to report on maternal care behaviors. Considering that offspring outcomes are heavily dependent upon the quality of maternal care, it is important to evaluate the effects of gestational opioid exposure in the context of the mother-infant dyad. This review compares offspring outcomes after prenatal opioid exposure and after reduced maternal care and integrates this information to potentially identify common underlying mechanisms. We explore whether adverse outcomes after gestational BUP exposure are due to direct effects of opioids in utero, deficits in maternal care, or a combination of both factors. Finally, suggestions for improving preclinical models of prenatal opioid exposure are provided to promote more translational studies that can help to improve clinical outcomes for opioid-dependent mothers.
Collapse
Affiliation(s)
- Abigail M Myers
- Department of Psychology, Wayne State University, Detroit, Michigan, USA
| | - Scott E Bowen
- Department of Psychology, Wayne State University, Detroit, Michigan, USA
- Translational Neuroscience Program, Wayne State University, Detroit, Michigan, USA
| | - Susanne Brummelte
- Department of Psychology, Wayne State University, Detroit, Michigan, USA
- Translational Neuroscience Program, Wayne State University, Detroit, Michigan, USA
| |
Collapse
|
4
|
Rausgaard NLK, Broe A, Bliddal M, Nohr EA, Ibsen IO, Albertsen TL, Ravn P, Damkier P. Use of opioids among pregnant women 1997-2016: A Danish drug utilization study. Eur J Obstet Gynecol Reprod Biol 2023; 289:163-172. [PMID: 37683461 DOI: 10.1016/j.ejogrb.2023.08.375] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2023] [Revised: 08/18/2023] [Accepted: 08/21/2023] [Indexed: 09/10/2023]
Abstract
OBJECTIVE Use of opioids in pregnancy is of concern yet little is known on opioid prescription patterns in Denmark. The aim of this drug utilization study was to describe prescription patterns for opioids during pregnancy in Denmark from 1997 to 2016. STUDY DESIGN Using the nationwide health care registers, we obtained information on all women with a registered pregnancy in the period 1 January 1997 to 31 December 2016. Opioids were grouped in four: opioids (N02A except codeines), opioid dependency medications (N07BC), cough medications (R05DA except codeines), and codeines (N02AJ06, N02AJ07, N02BA75, and R05DA04). We used logistic regression analyses to identify factors associated with opioid use in pregnancy and cumulative oral morphine equivalent (OMEQ) to estimate volume of use in pregnancy. RESULTS Prescription patterns were similar for women with live births, non-live births, and terminations. Total use of opioids among women with live born deliveries remained stable at 19.8 per 1000 pregnancies from 1997 to 2016. Codeine use declined from 2008 onwards, while use of other opioids increased from 2007 onwards. This was dominated by a threefold increase in tramadol use (2.0-7.6 per 1000 pregnancies with live births). Codeine was the most used opioid, followed by tramadol and codeine combined with paracetamol. The number of women, who used opioids before pregnancy and continued into their pregnancy, was reduced as the pregnancy progressed. The cumulative oral morphine equivalent during pregnancy was stable until 2007, after which, use prior to pregnancy and during the first two trimesters increased. The odds ratios for opioid use were higher in pregnancies of women of lower socioeconomic status or older age. For live births, odds ratios for opioid use in pregnancy were higher among women with obesity or smoking. CONCLUSIONS Overall use of opioids was stable from 2007 to 2016. This covers a decline in the use of codeine, but a 3-fold increase in tramadol. The number of pregnant women who continued use throughout pregnancy decreased, while OMEQ among persistent users increased. The real-world data suggest an unmet need of specific focus in local Danish Outpatient Clinics and Multidisciplinary Pain Centers both pre-conceptionally and during pregnancy.
Collapse
Affiliation(s)
- Nete Lundager Klokker Rausgaard
- Department of Clinical Research, University of Southern Denmark, Odense, Denmark; Department of Gynecology and Obstetrics, Odense University Hospital, Odense, Denmark.
| | - Anne Broe
- IQVIA, London, United Kingdom; Department of Clinical Pharmacology, Pharmacy and Environmental Medicine, University of Southern Denmark, Odense, Denmark
| | - Mette Bliddal
- Research Unit OPEN, Department of Clinical Research, University of Southern Denmark, Odense, Denmark
| | - Ellen Aagaard Nohr
- Department of Clinical Research, University of Southern Denmark, Odense, Denmark; Department of Gynecology and Obstetrics, Odense University Hospital, Odense, Denmark
| | - Inge Olga Ibsen
- Department of Gynecology and Obstetrics, Odense University Hospital, Odense, Denmark
| | | | - Pernille Ravn
- Department of Clinical Research, University of Southern Denmark, Odense, Denmark; Department of Gynecology and Obstetrics, Odense University Hospital, Odense, Denmark
| | - Per Damkier
- Department of Clinical Research, University of Southern Denmark, Odense, Denmark; Department of Clinical Pharmacology, Odense University Hospital, Odense, Denmark
| |
Collapse
|
5
|
Butzin-Dozier Z, Mertens AN, Tan ST, Granger DA, Pitchik HO, Il’yasova D, Tofail F, Rahman MZ, Spasojevic I, Shalev I, Ali S, Karim MR, Shahriar S, Famida SL, Shuman G, Shoab AK, Akther S, Hossen MS, Mutsuddi P, Rahman M, Unicomb L, Das KK, Yan L, Meyer A, Stewart CP, Hubbard A, Tabassum Naved R, Parvin K, Mamun MMA, Luby SP, Colford JM, Fernald LCH, Lin A. Stress Biomarkers and Child Development in Young Children in Bangladesh. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.09.12.23295429. [PMID: 37745503 PMCID: PMC10516093 DOI: 10.1101/2023.09.12.23295429] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/26/2023]
Abstract
Background Hundreds of millions of children in low- and middle-income countries are exposed to chronic stressors, such as poverty, poor sanitation and hygiene, and sub-optimal nutrition. These stressors can have physiological consequences for children and may ultimately have detrimental effects on child development. This study explores associations between biological measures of chronic stress in early life and developmental outcomes in a large cohort of young children living in rural Bangladesh. Methods We assessed physiologic measures of stress in the first two years of life using measures of the hypothalamic-pituitary-adrenal (HPA) axis (salivary cortisol and glucocorticoid receptor gene methylation), the sympathetic-adrenal-medullary (SAM) system (salivary alpha-amylase, heart rate, and blood pressure), and oxidative status (F2-isoprostanes). We assessed child development in the first two years of life with the MacArthur-Bates Communicative Development Inventories (CDI), the WHO gross motor milestones, and the Extended Ages and Stages Questionnaire (EASQ). We compared development outcomes of children at the 75th and 25th percentiles of stress biomarker distributions while adjusting for potential confounders (hereafter referred to as contrasts) using generalized additive models, which are statistical models where the outcome is predicted by a potentially non-linear function of predictor variables. Results We analyzed data from 684 children (49% female) at both 14 and 28 months of age; we included an additional 765 children at 28 months of age. We observed 135 primary contrasts of the differences in child development outcomes at the 75th and 25th percentiles of stress biomarkers, where we detected significant relationships in 5 out of 30 contrasts (17%) of HPA axis activity, 1 out of 30 contrasts (3%) of SAM activity, and 3 out of 75 contrasts (4%) of oxidative status. These findings revealed that measures of HPA axis activity were associated with poor development outcomes. We did not find consistent evidence that markers of SAM system activity or oxidative status were associated with developmental status. Conclusions Our observations reveal associations between the physiological evidence of stress in the HPA axis with developmental status in early childhood. These findings add to the existing evidence exploring the developmental consequences of early life stress.
Collapse
Affiliation(s)
| | - Andrew N. Mertens
- School of Public Health, University of California, Berkeley, Berkeley, CA USA
| | - Sophia T. Tan
- Division of HIV, Infectious Diseases, and Global Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Douglas A. Granger
- Institute for Interdisciplinary Salivary Bioscience Research, University of California, Irvine, Irvine, CA USA
- Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, MD USA
| | - Helen O. Pitchik
- School of Public Health, University of California, Berkeley, Berkeley, CA USA
| | | | - Fahmida Tofail
- International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Md. Ziaur Rahman
- International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | | | - Idan Shalev
- Department of Biobehavioral Health, Pennsylvania State University, University Park, PA USA
| | - Shahjahan Ali
- International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | | | - Sunny Shahriar
- International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Syeda Luthfa Famida
- International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Gabrielle Shuman
- School of Public Health, University of California, Berkeley, Berkeley, CA USA
| | - Abul K. Shoab
- International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Salma Akther
- International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Md. Saheen Hossen
- International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Palash Mutsuddi
- International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Mahbubur Rahman
- International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Leanne Unicomb
- International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Kishor K. Das
- International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | | | | | | | - Alan Hubbard
- School of Public Health, University of California, Berkeley, Berkeley, CA USA
| | | | - Kausar Parvin
- International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Md. Mahfuz Al Mamun
- International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Stephen P. Luby
- Division of Infectious Diseases and Geographic Medicine, Stanford University, Stanford, CA USA
| | - John M. Colford
- School of Public Health, University of California, Berkeley, Berkeley, CA USA
| | - Lia C. H. Fernald
- School of Public Health, University of California, Berkeley, Berkeley, CA USA
| | - Audrie Lin
- Department of Microbiology and Environmental Toxicology, University of California, Santa Cruz, Santa Cruz, CA USA
| |
Collapse
|
6
|
Testa A, Jacobs B, Zhang L, Jackson D, Ganson K, Nagata J. Adverse Childhood Experiences and Prescription Opioid Use During Pregnancy: An Analysis of the North and South Dakota PRAMS, 2019-2020. RESEARCH SQUARE 2023:rs.3.rs-2547252. [PMID: 37214797 PMCID: PMC10197742 DOI: 10.21203/rs.3.rs-2547252/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
Objectives: This study assesses the association between adverse childhood experiences (ACEs) and prescription opioid use during pregnancy. Methods: This study uses data on 2,999 individuals from the 2019 and 2020 Pregnancy Risk Assessment Monitoring System (PRAMS) from North Dakota and South Dakota. The relationship between ACEs and prescription opioid use during pregnancy is examined using multiple logistic regression. Results: The prevalence of prescription opioid use increases alongside accumulating ACEs. Compared to those with no ACEs, recent mothers with three or more ACEs have a 2.4 greater odds of prescription opioid use during pregnancy (aOR [adjusted odds ratio] = 2.437; 95% CI [confidence interval] = 1.319, 4.503). Conclusion: Accumulating ACEs are associated with an increased risk of prescription opioid use during pregnancy. Additional research is needed better understand the mechanisms that link ACEs and prescription opioid use during pregnancy, as well as how to best support those with ACEs exposure in a trauma-informed manner to reduce the risk of substance use.
Collapse
|
7
|
Bierce L, Tabachnick AR, Eiden RD, Dozier M, Labella MH. A 12-month follow-up of infant neurodevelopmental outcomes of prenatal opioid exposure and polysubstance use. Neurotoxicol Teratol 2023; 97:107176. [PMID: 37054901 PMCID: PMC10198960 DOI: 10.1016/j.ntt.2023.107176] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2022] [Revised: 04/07/2023] [Accepted: 04/10/2023] [Indexed: 04/15/2023]
Abstract
BACKGROUND Prenatal opioid exposure has been associated with developmental deficits during infancy, but the literature is limited by simple group comparisons and lack of appropriate controls. Previously published research with the current sample documented unique associations between prenatal opioid exposure and developmental outcomes at three and six months, but less is known about associations later in infancy. METHOD The current study examined pre- and postnatal opioid and polysubstance exposure as predictors of parent-reported developmental status at 12 months of age. Participants were 85 mother-child dyads, oversampled for mothers taking opioid treatment medications during pregnancy. Maternal opioid and polysubstance use were reported using the Timeline Follow-Back Interview during the third trimester of pregnancy or up to one month postpartum and updated through the child's first year of life. Seventy-eight dyads participated in a 12-month assessment, including 68 with parent-reported developmental status on Ages and Stages Questionnaire. RESULTS At 12 months, average developmental scores fell within normal ranges and prenatal opioid exposure was not significantly related to any developmental outcomes. However, more prenatal alcohol exposure was significantly related to worse problem-solving scores, and this relationship remained after controlling for adjusted age and other substance exposure. CONCLUSION Although findings await replication with larger samples and more comprehensive measures, results suggest that unique developmental risks of prenatal opioid exposure may not persist through the first year of life. Effects of prenatal exposure to co-occurring teratogens, such as alcohol, may become apparent as children exposed to opioids develop.
Collapse
Affiliation(s)
- Lydia Bierce
- Department of Psychological Sciences, William and Mary, 540 Landrum Drive, Williamsburg, VA 23185, United States.
| | - Alexandra R Tabachnick
- Department of Medicine, University of Illinois at Chicago, 1200 W Harrison Street, Chicago, IL, 60607, United States
| | - Rina D Eiden
- Department of Psychology and the Social Science Research Institute, The Pennsylvania State University, 140 Moore Building, University Park, PA 16801, United States
| | - Mary Dozier
- Department of Psychological & Brain Sciences, University of Delaware, 108 Wolf Hall, Newark, DE 19717, United States
| | - Madelyn H Labella
- Department of Psychological Sciences, William and Mary, 540 Landrum Drive, Williamsburg, VA 23185, United States.
| |
Collapse
|
8
|
Lin CH, Chen MH, Lin WS, Wu SI, Liao YC, Lin YH. A nationwide study of prenatal exposure to illicit drugs and risk of neurodevelopmental disorders and disruptive behavioral disorders. Asian J Psychiatr 2023; 85:103597. [PMID: 37141844 DOI: 10.1016/j.ajp.2023.103597] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/02/2022] [Revised: 04/20/2023] [Accepted: 04/20/2023] [Indexed: 05/06/2023]
Abstract
This cohort study aimed to examine the association between prenatal exposure to illicit drugs and neurodevelopmental and disruptive behavioral disorders (DBD) in children aged 7-12 years, using data from four national databases in Taiwan from 2004 to 2016. We linked parental and child IDs from the Taiwan Maternal and Child Health database to track children's health status from birth to at least age 7 and identify those diagnosed with neurodevelopmental disorders. The study included 896,474 primiparous women who gave birth between 2004 and 2009, with 752 pregnant women with illicit drug use history and 7520 matched women without. The results of the study showed that prenatal illicit drug exposure was significantly associated with the development of neurodevelopmental disorders and DBD in offspring. The adjusted hazard ratios for developmental delay, mild-to-severe intellectual disability, attention deficit hyperactivity disorder, and DBD were 1.54 (95 % CI: 1.21-1.95), 2.63 (95 % CI: 1.64-4.19), 1.58 (95 % CI: 1.23-2.03), and 2.57 (95 % CI: 1.21-5.48), respectively. Furthermore, prenatal exposure to methamphetamine increased the risk of neurodevelopmental disorders and DBD in offspring, while opioid use was significantly associated with a higher risk of three types of neurodevelopmental disorders, but not with DBD. The use of sedative hypnotic drugs alone was not associated with any increased risk of the three types of neurodevelopmental disorders or DBD. However, we found a significant interaction effect between prenatal illicit drug exposure and the use of sedative hypnotic drugs, which increased the risk of developmental delay.
Collapse
Affiliation(s)
- Ching-Heng Lin
- Department of Medical Research, Taichung Veterans General Hospital, Taichung, Taiwan; Department of Health Care Management, National Taipei University of Nursing and Health Sciences, Taipei, Taiwan; Department of Public Health, College of Medicine, Fu Jen Catholic University, New Taipei City, Taiwan; Department of Industrial Engineering and Enterprise Information, Tunghai University, Taichung, Taiwan; Institute of Public Health and Community Medicine Research Center, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Mu-Hong Chen
- Department of Psychiatry, Taipei Veterans General Hospital, Taipei, Taiwan; Department of Psychiatry, College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Wei-Szu Lin
- Department of Medical Research, Taichung Veterans General Hospital, Taichung, Taiwan
| | - Shiow-Ing Wu
- Institute of Population Health Sciences, National Health Research Institutes, Zhunan, Miaoli County, Taiwan
| | - Yuan-Chun Liao
- Division of Controlled Drugs, Taiwan Food and Drug Administration, Taipei, Taiwan
| | - Yu-Hsuan Lin
- Institute of Population Health Sciences, National Health Research Institutes, Zhunan, Miaoli County, Taiwan; Department of Psychiatry, National Taiwan University Hospital, Taipei, Taiwan; Department of Psychiatry, College of Medicine, National Taiwan University, Taipei, Taiwan; Institute of Health Behaviors and Community Sciences, College of Public Health, National Taiwan University, Taipei, Taiwan.
| |
Collapse
|
9
|
Benninger KL, McAllister JM, Merhar SL. Neonatal Opioid Withdrawal Syndrome: An Update on Developmental Outcomes. Clin Perinatol 2023; 50:17-29. [PMID: 36868704 DOI: 10.1016/j.clp.2022.10.007] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/05/2023]
Abstract
Infants and children with prenatal opioid exposure generally have development within the normal range; however, they seem to be at risk for behavioral problems and for lower scores on cognitive, language, and motor assessments than children without prenatal opioid exposure. It is as of yet unclear whether prenatal opioid exposure itself causes issues with development and behavior, or whether it is simply correlated, due to other confounding factors.
Collapse
Affiliation(s)
- Kristen L Benninger
- Center for Perinatal Research, The Abigail Wexner Research Institute, Nationwide Children's Hospital, 575 Children's Crossroad, WB 5203, Columbus, OH 43215, USA.
| | - Jennifer M McAllister
- Cincinnati Children's Hospital Perinatal Institute, University of Cincinnati College of Medicine, 3333 Burnet Ave, ML 7009, Cincinnati, OH 45229, USA
| | - Stephanie L Merhar
- Cincinnati Children's Hospital Perinatal Institute, University of Cincinnati College of Medicine, 3333 Burnet Ave, ML 7009, Cincinnati, OH 45229, USA
| |
Collapse
|
10
|
Haggerty DL, Grecco GG, Huang JY, Doud EH, Mosley AL, Lu HC, Atwood BK. Prenatal methadone exposure selectively alters protein expression in primary motor cortex: Implications for synaptic function. Front Pharmacol 2023; 14:1124108. [PMID: 36817148 PMCID: PMC9928955 DOI: 10.3389/fphar.2023.1124108] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Accepted: 01/16/2023] [Indexed: 02/04/2023] Open
Abstract
As problematic opioid use has reached epidemic levels over the past 2 decades, the annual prevalence of opioid use disorder (OUD) in pregnant women has also increased 333%. Yet, how opioids affect the developing brain of offspring from mothers experiencing OUD remains understudied and not fully understood. Animal models of prenatal opioid exposure have discovered many deficits in the offspring of prenatal opioid exposed mothers, such as delays in the development of sensorimotor function and long-term locomotive hyperactivity. In attempt to further understand these deficits and link them with protein changes driven by prenatal opioid exposure, we used a mouse model of prenatal methadone exposure (PME) and preformed an unbiased multi-omic analysis across many sensoriomotor brain regions known to interact with opioid exposure. The effects of PME exposure on the primary motor cortex (M1), primary somatosensory cortex (S1), the dorsomedial striatum (DMS), and dorsolateral striatum (DLS) were assessed using quantitative proteomics and phosphoproteomics. PME drove many changes in protein and phosphopeptide abundance across all brain regions sampled. Gene and gene ontology enrichments were used to assess how protein and phosphopeptide changes in each brain region were altered. Our findings showed that M1 was uniquely affected by PME in comparison to other brain regions. PME uniquely drove changes in M1 glutamatergic synapses and synaptic function. Immunohistochemical analysis also identified anatomical differences in M1 for upregulating the density of glutamatergic and downregulating the density of GABAergic synapses due to PME. Lastly, comparisons between M1 and non-M1 multi-omics revealed conserved brain wide changes in phosphopeptides associated with synaptic activity and assembly, but only specific protein changes in synapse activity and assembly were represented in M1. Together, our studies show that lasting changes in synaptic function driven by PME are largely represented by protein and anatomical changes in M1, which may serve as a starting point for future experimental and translational interventions that aim to reverse the adverse effects of PME on offspring.
Collapse
Affiliation(s)
- David L. Haggerty
- Department of Pharmacology and Toxicology, Indiana University School of Medicine, Indianapolis, IN, United States
| | - Gregory G. Grecco
- Department of Pharmacology and Toxicology, Indiana University School of Medicine, Indianapolis, IN, United States
- Indiana University School of Medicine, Medical Scientist Training Program, Indianapolis, IN, United States
| | - Jui-Yen Huang
- The Linda and Jack Gill Center for Biomolecular Sciences, Indiana University, Bloomington, IN, United States
- Program in Neuroscience and Department of Psychological and Brain Sciences, Indiana University, Bloomington, IN, United States
| | - Emma H. Doud
- Department of Biochemistry and Molecular Biology, Indiana University School of Medicine, Indianapolis, IN, United States
| | - Amber L. Mosley
- Department of Biochemistry and Molecular Biology, Indiana University School of Medicine, Indianapolis, IN, United States
| | - Hui-Chen Lu
- The Linda and Jack Gill Center for Biomolecular Sciences, Indiana University, Bloomington, IN, United States
- Program in Neuroscience and Department of Psychological and Brain Sciences, Indiana University, Bloomington, IN, United States
| | - Brady K. Atwood
- Department of Pharmacology and Toxicology, Indiana University School of Medicine, Indianapolis, IN, United States
- Stark Neurosciences Research Institute, Indiana University School of Medicine, Indianapolis, IN, United States
| |
Collapse
|
11
|
Stressful life events and prescription opioid use during pregnancy: findings from the 2019 pregnancy risk assessment monitoring system. Soc Psychiatry Psychiatr Epidemiol 2022; 57:2181-2191. [PMID: 35947167 DOI: 10.1007/s00127-022-02349-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/26/2022] [Accepted: 08/02/2022] [Indexed: 10/15/2022]
Abstract
OBJECTIVE Prescription opioid use during pregnancy poses risk to maternal and infant health. However, there is limited research on proximate risk factors for prescription opioid use during pregnancy. This study aimed to evaluate the relationship between stressful life events experienced in the 12 months prior to birth and prescription opioid use during pregnancy. METHODS Data from the 2019 Pregnancy Risk Assessment Monitoring System were analyzed (N = 17,812 women who delivered a live birth in 2019). Logistic regression and multinomial logistic regression analyses were used to assess the association between levels of stressful life events (0, 1-2, 3-5, or 6+) on (1) prescription opioid use, (2) combined opioid use (mono- or poly-opioid use), and (3) patterns of opioid use (pain management, opioid misuse) during pregnancy while controlling for socio-demographic characteristics, patterns of substance use prior to pregnancy, and pregnancy-related characteristics. RESULTS Women with a greater accumulation of stressful life events in the 12 months prior to birth-especially 6 or more-had increased likelihood of prescription opioid use. Accumulating stressful life events were also associated with a higher risk of poly-opioid use, as well as using prescription opioids for pain management and patterns of opioid misuse. CONCLUSION Stressful life events are a risk factor for prescription opioid use during pregnancy. Considering the harms posed by both stressors and opioid use for maternal and infant wellbeing, future research should assess efforts to prevent and manage stressful life events to reduce opioid use during pregnancy.
Collapse
|
12
|
Ruyak SL, Noor S, DiDomenico J, Sun MS, Fernandez Oropeza AK, Rodriguez DE, Marquez LE, Milligan ED, Bakhireva LN. Effects of prenatal opioid and alcohol exposures on immune and serotonin factors in human placenta. Exp Neurol 2022; 353:114057. [PMID: 35364108 PMCID: PMC10035581 DOI: 10.1016/j.expneurol.2022.114057] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2021] [Revised: 03/15/2022] [Accepted: 03/24/2022] [Indexed: 11/04/2022]
Abstract
PURPOSE Opioids and alcohol impact critical serotonin (5-HT) function in the developing placenta and fetus through the actions of immune proinflammatory factors. Yet, possible convergent effects of opioids and alcohol on human placental toll-like receptor 4 (TLR4) activation and subsequent 5-HT homeostasis remain entirely unknown. The purpose of this study was to examine the effect of prenatal exposure to opioids with or without prenatal alcohol exposure (PAE) on the expression of key placental immune and serotonin signaling factors in human placental tissue obtained from a well-characterized prospective cohort. METHODS Data were collected from a subset of participants enrolled in the prospective pre-birth Ethanol, Neurodevelopment, Infant, and Child Health (ENRICH-1) cohort. Women were recruited and classified into four study groups: 1) PAE (n = 20); 2) those taking medications for opioid use disorder (MOUD; n = 28), 3) concurrent PAE and MOUD (n = 20); and 4) controls (HC; n = 20) based on prospective, repeated self-report, and biomarker analysis. Placenta samples underwent tissue processing to identify mRNA for TLR4, nucleotide-binding oligomerization domain (NOD)-like receptor protein 3 (NLRP3), interleukin-1β (IL-1β), tumor necrosis factor-α (TNF-α), serotonin transporter (SERT), tryptophan hydroxylase (TPH1), indoleamine 2,3-Dioxygenase 1 (IDO) as well as protein concentrations of TLR4, IL-1β, TNF-α, SERT. To consider the association between study group and mRNA/protein expression of our targets, multivariable regression models were developed with inclusion of a priori selected covariates. RESULTS There was a significant negative association between PAE and SERT mRNA (β = -0.01; p < 0.01) and a positive association with TPH1 mRNA expression (β = 0.78; p < 0.05). In addition, there was a negative association between MOUD and TNF-α protein expression (β = -0.12; p < 0.05). CONCLUSIONS This study provides the first evidence that PAE may inhibit SERT expression while simultaneously promoting increased TPH1 protein expression in human placenta. This may result in increased 5-HT in fetal circulation known to affect neurodevelopment. Our data suggest that opioids and alcohol may disturb the bidirectional, dynamic interaction between the placental immune and serotonin system. Given the implication for brain development and health across the life-span further investigation of these critical mechanisms in well-defined cohorts is required.
Collapse
Affiliation(s)
- Sharon L Ruyak
- College of Nursing, University of New Mexico Health Sciences Center, Albuquerque, NM, United States of America; College of Pharmacy Substance Use Research Education Center, University of New Mexico Health Sciences Center, Albuquerque, NM, United States of America.
| | - Shahani Noor
- Department of Neurosciences, University of New Mexico, Health Sciences Center, Albuquerque, NM, United States of America
| | - Jared DiDomenico
- College of Pharmacy Substance Use Research Education Center, University of New Mexico Health Sciences Center, Albuquerque, NM, United States of America
| | - Melody S Sun
- Department of Neurosciences, University of New Mexico, Health Sciences Center, Albuquerque, NM, United States of America
| | - Annette K Fernandez Oropeza
- Department of Neurosciences, University of New Mexico, Health Sciences Center, Albuquerque, NM, United States of America
| | - Dominique E Rodriguez
- College of Pharmacy Substance Use Research Education Center, University of New Mexico Health Sciences Center, Albuquerque, NM, United States of America
| | - Lidia Enriquez Marquez
- College of Pharmacy Substance Use Research Education Center, University of New Mexico Health Sciences Center, Albuquerque, NM, United States of America
| | - Erin D Milligan
- Department of Neurosciences, University of New Mexico, Health Sciences Center, Albuquerque, NM, United States of America
| | - Ludmila N Bakhireva
- College of Pharmacy Substance Use Research Education Center, University of New Mexico Health Sciences Center, Albuquerque, NM, United States of America
| |
Collapse
|
13
|
Boggess T, Williamson JC, Niebergall EB, Sexton H, Mazur A, Egleton RD, Grover LM, Risher WC. Alterations in Excitatory and Inhibitory Synaptic Development Within the Mesolimbic Dopamine Pathway in a Mouse Model of Prenatal Drug Exposure. Front Pediatr 2021; 9:794544. [PMID: 34966707 PMCID: PMC8710665 DOI: 10.3389/fped.2021.794544] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/13/2021] [Accepted: 11/18/2021] [Indexed: 12/19/2022] Open
Abstract
The rise in rates of opioid abuse in recent years in the United States has led to a dramatic increase in the incidence of neonatal abstinence syndrome (NAS). Despite improved understanding of NAS and its acute symptoms, there remains a paucity of information regarding the long-term effects of prenatal exposure to drugs of abuse on neurological development. The primary goal of this study was to investigate the effects of prenatal drug exposure on synaptic connectivity within brain regions associated with the mesolimbic dopamine pathway, the primary reward pathway associated with drug abuse and addiction, in a mouse model. Our secondary goal was to examine the role of the Ca+2 channel subunit α2δ-1, known to be involved in key developmental synaptogenic pathways, in mediating these effects. Pregnant mouse dams were treated orally with either the opioid drug buprenorphine (commonly used in medication-assisted treatment for substance use patients), gabapentin (neuropathic pain drug that binds to α2δ-1 and has been increasingly co-abused with opioids), a combination of both drugs, or vehicle daily from gestational day 6 until postnatal day 11. Confocal fluorescence immunohistochemistry (IHC) imaging of the brains of the resulting wild-type (WT) pups at postnatal day 21 revealed a number of significant alterations in excitatory and inhibitory synaptic populations within the anterior cingulate cortex (ACC), nucleus accumbens (NAC), and medial prefrontal cortex (PFC), particularly in the buprenorphine or combinatorial buprenorphine/gabapentin groups. Furthermore, we observed several drug- and region-specific differences in synaptic connectivity between WT and α2δ-1 haploinsufficient mice, indicating that critical α2δ-1-associated synaptogenic pathways are disrupted with early life drug exposure.
Collapse
Affiliation(s)
| | | | | | | | | | | | | | - W. Christopher Risher
- Joan C. Edwards School of Medicine, Marshall University, Huntington, WV, United States
| |
Collapse
|